Symptomatic intracranial haemorrhage in acute nonlymphoblastic leukaemia: analysis of CT and autopsy findings

Machine learning algorithms for integrating clinical features to predict intracranial hemorrhage in patients with acute leukemia

BACKGROUND

Intracranial hemorrhage (ICH) in acute leukemia (AL) patients leads to high morbidity and mortality, treatment approaches for ICH are generally ineffective. Thus, early identification of which subjects are at high risk of ICH is of key importance. Currently, machine learning can achieve well predictive capability through constructing algorithms that simultaneously exploit the information coming from clinical features.

METHODS

After rigid data preprocessing, 42 different clinical features from 948 AL patients were used to train different machine learning algorithms. We used the feature selection algorithms to select the top 10 features from 42 clinical features. To test the performance of the machine learning algorithms, we calculated area under the curve (AUC) values from receiver operating characteristic (ROC) curves along with 95% confidence intervals (CIs) by cross-validation.

RESULTS

With the 42 features, RF exhibited the best predictive power. After feature selection, the top 10 features were international normalized ratio (INR), prothrombin time (PT), creatinine (Cr), indirect bilirubin (IBIL), albumin (ALB), monocyte (MONO), platelet (PLT), lactic dehydrogenase (LDH), fibrinogen (FIB) and prealbumin (PA). Among the top 10 features, INR, PT, Cr, IBIL and ALB had high predictive performance with an AUC higher than 0.8 respectively.

CONCLUSIONS

The RF algorithm exhibited a higher cross-validated performance compared with the classical algorithms, and the selected important risk features should help in individualizing aggressive treatment in AL patients to prevent ICH. Efforts that will be made to test and optimize in independent samples will warrant the application of such algorithm and predictors in the future.

Clinical characteristics and prognostic factors in intracranial hemorrhage patients with hematological diseases

The clinical characteristics and prognosis of intracranial hemorrhage (ICH) in patients with hematological diseases remain controversial. This study aimed to describe the clinical characteristics and explore the prognostic factors in such patients. A total of 238 ICH patients with a hematological disease were recruited from the Institute of Hematology and Blood Diseases Hospital, China, from January 2015 to April 2020. The Cox proportional hazards model was used to identify the prognostic factors for 30-day mortality in ICH patients with a hematological disease. There were 123 cases of acute leukemia (AL), 20 of myelodysplasia/myeloproliferative neoplasm, 35 of aplastic anemia (AA), 29 of immune thrombocytopenia (ITP), 19 of congenital/acquired coagulation factor deficiency, and 12 of other hematological diseases. Furthermore, 121 patients presented with a multi-site hemorrhage (MSH), 58 with a single-site hemorrhage in the brain parenchyma (PCH), 23 with a subarachnoid hemorrhage, 33 with a subdural hemorrhage (SH), and three with an epidural hemorrhage. The Cox proportional hazards model indicated association of SH (vs PCH, hazard ratio [HR]: 0.230; 95% confidence interval [CI]: 0.053-0.996; P = 0.049), low white blood cells (≤ 100 × 10⁹/L vs > 100 × 10⁹/L, HR: 0.56; 95% CI: 0.348-0.910; P = 0.019), AA (vs AL, HR: 0.408; 95% CI: 0.203-0.821; P = 0.012), and ITP (vs AL, HR: 0.197; 95% CI: 0.061-0.640; P = 0.007) with improved 30-day mortality. However, increased age (HR: 1.012; 95% CI: 1.001-1.022; P = 0.034), MSH (vs PCH, HR: 1.891; 95% CI: 1.147-3.117; P = 0.012), and a disturbance of consciousness (HR: 1.989; 95% CI: 1.269-3.117; P = 0.003) were associated with increased risk of 30-day mortality. In conclusion, in this study, we revealed the clinical characteristics of Chinese ICH patients with a hematological disease. Moreover, we identified risk factors (age, white blood cells, AA, ITP, SH, MSH, and a disturbance of consciousness) that may influence 30-day mortality.

Fatal Intracerebral Hemorrhage During "Muay Thai" in a 21-Year-Old Man With Undiagnosed Acute Myeloid Leukemia: Spontaneous or Posttraumatic Hemorrhage?

Acute myeloid leukemia (AML) is characterized by the rapid growth of abnormal white blood cells in the bone marrow that interferes with the production of normal blood cells. This disease is burdened by a high risk of bleeding complications involving central nervous system hemorrhages, purpura, gingival bleeding, and gastrointestinal bleeding. In this article, the authors report a case of a fatal intracerebral hemorrhage in a 21-year-old man who was affected by an undiagnosed AML. The subject practiced a combat sport (Muay Thai), and 2 days before his last training, he was involved in a fight where the aggressor punched him in the face; however, after the fight, he did not claim of any symptoms. The current case highlights the importance of the role of the forensic pathologist because only through a careful and complete circumstantial, autoptic, and histological analysis it is possible to date the origin of a cerebral hemorrhage and establish whether it is spontaneous or posttraumatic in subjects with undiagnosed preexisting diseases. Through an integrated study, it is also important to date the lesion and identify the traumatic event responsible of the bleeding. Finally, this case has a relevant clinical importance relatively to sports medicine, where it would be appropriate that athletes undergo blood test as a preventive measure. In fact, in presence of an acute hematological disease, such as AML, even mild traumatic injuries may be fatal.

Co-occurrence of hyperleukocytosis and elevated fibrin-fibrinogen degradation product levels is a risk factor for early intracranial hemorrhage in patients with de novo acute leukemia

Early intracranial hemorrhage (eICH) is a potentially fatal complication of acute leukemia. We analyzed risk factors for eICH in patients with de novo acute leukemia. Ninety-one de novo acute leukemia patients at our institution between September 2003 and June 2014 were included. Of the 91 patients, eight (8.8 %) and 83 were included in the eICH and non-eICH groups, respectively. Univariate analysis demonstrated that white blood cell (WBC) count (P = 0.018), fibrin-fibrinogen degradation product (FDP) level (P = 0.0075), co-occurrence of WBC ≥50,000/µl and FDP level >40 µg/ml (P < 0.001), and fever (P = 0.248) were all significant predictors of eICH at the 0.25 level. In a subsequent multivariate analysis involving these parameters, only the combination of hyperleukocytosis and elevated FDP levels was found to be significant at the 0.05 level. A significant difference in the duration of the overall survival (OS) period was detected between patients that did and did not exhibit the combination of hyperleukocytosis and elevated FDP levels (P < 0.001). Co-occurrence of hyperleukocytosis and elevated FDP levels is a significant risk factor for eICH in patients with de novo acute leukemia and has a significant adverse affect on OS.

Spontaneous intracranial haemorrhage in critically ill patients with malignancies

PURPOSE

Limited data are available on the intracranial haemorrhage (ICH) developed in critically ill cancer patients during their stay in the intensive care unit (ICU).

METHODS

All consecutive patients who underwent brain CT for suspicion of spontaneous intracerebral haemorrhage (ICH) with acute neurologic symptoms or signs developed during their ICU stay were retrospectively evaluated to identify predictors of ICH.

RESULTS

Over the study period, a total of 273 patients underwent brain CT scanning for suspicion of ICH, with altered mentality in 202 (74 %), seizure in 43 (16 %), and hemiparesis in 34 (13 %). However, only 49 (18 %) patients had a final diagnosis of ICH. The most common type of haemorrhage was intracerebral in 34 patients (69 %), followed by subarachnoidal haemorrhage in 17 (35 %). In multiple logistic regression analysis, anisocoric pupils or abnormal pupil reflex (adjusted OR 7.939; 95 % CI, 2.315-27.228) was an independent predictor of ICH. In addition, higher positive end-expiratory pressure (adjusted OR 1.204; 95 % CI, 1.065-1.361) was significantly associated with ICH. However, platelet count was inversely associated with ICH (adjusted OR 0.993; 95 % CI 0.988-0.999).

CONCLUSION

Brain CT scanning should be performed even in critically ill cancer patients, especially with risk factors and acute neurologic changes.

Subdural hematoma in patients with cancer

BACKGROUND

Subdural hematoma (SDH) in patients with cancer is poorly described, and its frequency and causes may have changed with recent oncologic advances.

OBJECTIVE

We conducted an analysis of the clinical and radiographic features, etiologies, treatments, and outcomes of patients with SDHs and cancer.

METHODS

We retrospectively identified patients at Memorial Sloan-Kettering Cancer Center with a diagnosis of SDH and cancer from January 2000 to December 2007. We analyzed clinical and radiographic data; multivariate Cox regression was performed to associate tumor type and etiology with survival outcome.

RESULTS

There were 90 patients; 66 had acute or subacute SDHs, 9 chronic SDHs, 11 subdural hygromas, and 4 SDHs of unclear chronicity. Gliomas (16%), leukemias (14%), and prostate cancers (14%) were the most frequent malignancies. The most common single etiologies were coagulopathy (27%) and trauma (11%). SDHs with multiple etiologies occurred in 25 patients (28%) with the combination of coagulopathy and trauma occurring in 15. Sixty patients (67%) were either completely or partially independent after SDH, and 1-year survival was 43% (95% confidence interval: 32.1-52.9). Overall survival correlated with etiology (P < .0001) and whether the malignancy was in remission (P = .005). Trauma was associated with the best overall survival compared with coagulopathy.

CONCLUSION

Leukemia and prostate cancer are the most common systemic cancers associated with SDH, and gliomas may predispose to SDH more often than previously recognized. Coagulopathy is common and associated with the worst outcome, but many patients experience good functional outcome and survival.

Intracranial hemorrhage in adult patients with hematological malignancies

BACKGROUND

Clinical characteristics and outcomes of intracranial hemorrhage (ICH) among adult patients with various hematological malignancies are limited.

METHODS

A total of 2,574 adult patients diagnosed with hematological malignancies admitted to a single university hospital were enrolled into this study between 2001 and 2010. The clinical characteristics, image reports and outcomes were retrospectively analyzed.

RESULTS

A total of 72 patients (48 men and 24 women) with a median age of 56 (range 18 to 86) had an ICH. The overall ICH incidence was 2.8% among adult patients with hematological malignancies. The incidence of ICH was higher in acute myeloid leukemia (AML) patients than in patients with other hematological malignancies (6.3% vs 1.1%, P = 0.001). ICH was more common among patients with central nervous system (CNS) involvement of lymphoma than among patients with CNS involved acute leukemia (P <0.001). Sites of ICH occurrence included the cerebral cortex (60 patients, 83%), basal ganglia (13 patients, 18%), cerebellum (10 patients, 14%), and brainstem (5 patients, 7%). A total of 33 patients (46%) had multifocal hemorrhages. In all, 56 patients (77%) had intraparenchymal hemorrhage, 22 patients (31%) had subdural hemorrhage, 15 patients (21%) had subarachnoid hemorrhage (SAH), and 3 patients (4%) had epidural hemorrhage. A total of 22 patients had 2 or more types of ICH. In all, 46 (64%) patients died of ICH within 30 days of diagnosis, irrespective of the type of hematological malignancy. Multivariate analysis revealed three independent prognostic factors: prolonged prothrombin time (P = 0.008), SAH (P = 0.021), and multifocal cerebral hemorrhage (P = 0.026).

CONCLUSIONS

The incidence of ICH in patients with AML is higher than patients with other hematological malignancies. But in those with intracranial malignant disease, patients with CNS involved lymphoma were more prone to ICH than patients with CNS involved acute leukemia. Mortality was similar regardless of the type of hematological malignancy. Neuroimaging studies of the location and type of ICH could assist with prognosis prediction for patients with hematological malignancies.

Intracerebral and subarachnoid hemorrhage in patients with cancer

OBJECTIVE

To analyze the risk factors, presentation, etiologies, and outcomes of adult cancer patients with intracranial hemorrhage (IH).

METHODS

We analyzed 208 patients retrospectively with the diagnosis of IH from the Memorial Sloan-Kettering neurology database from January 2000 through December 2007. Charts were examined for clinical and radiographic data. Survival was calculated using the Kaplan-Meier method. Survival between groups was compared via the log-rank test. Logistic regression models were used to assess for prognostic indicators of 30- and 90-day mortality.

RESULTS

There were 181 intracerebral and 46 subarachnoid hemorrhages. Sixty-eight percent of patients had solid tumors, 16% had primary brain tumors, and 16% had hematopoietic tumors. Hemiparesis and headache were the most common symptoms. Intratumoral hemorrhage (61%) and coagulopathy (46%) accounted for the majority of hemorrhages, whereas hypertension (5%) was rare. Median survival was 3 months (95% confidence interval [CI] 2-4), and 30-day mortality was 31%. However, nearly one-half of patients were completely or partially independent at the time of discharge. Patients with primary brain tumors had the longest median survival (5.9 months, 95% CI 2.9-11.8, p = 0.05). Independent predictors of 30-day mortality were not having a primary brain tumor, impaired consciousness, multiple foci of hemorrhage, hydrocephalus, no ventriculostomy, and treatment of increased intracranial pressure.

CONCLUSIONS

Intracranial hemorrhage in patients with cancer is often due to unique mechanisms. Prognosis is poor, but comparable to intracranial hemorrhage in the general population. Aggressive care is recommended despite high mortality, because many patients have good functional outcomes.

Subdural Hematomas during CML Therapy with Imatinib Mesylate

Seven of one hundred twenty-one patients with chronic myeloid leukemia (CML) treated with imatinib mesylate developed subdural hematomas. All had advanced disease and were treated initially at a dose of 600 mg per day. Three patients had thrombocytopenia (platelet < 10 x 10(9)/l), one had leukocytosis (white blood cell count > 150 x 10(9)/l) and three had neither around the time of diagnosis of the subdural hematomas. Four patients required surgical evacuation. One patient, in blast crisis, died as a consequence of the subdural hematoma. Three patients survived but died of progressive CML. The remaining three patients having recommenced imatinib, are alive and well, and one has achieved a major cytogenetic response. Subdural hematomas must be considered even in mildly symptomatic patients receiving imatinib regardless of their peripheral blood counts. Patients who survive can be cautiously restarted on imatinib. Further studies are required to study the potential relationship between imatinib mesylate and subdural hematomas.

Prediction of fatal intracranial hemorrhage in patients with acute myeloid leukemia

BACKGROUND

Intracranial hemorrhage (ICH) is the second leading cause of mortality in patients with acute myeloid leukemia (AML). However, the prognostic factors for ICH in AML patients are still under investigation.

PATIENTS AND METHODS

A total of 841 AML patients admitted to the Department of Internal Medicine from January 1995 to December 2007 were enrolled in this study.

RESULTS

There were 51 patients with ICH, median age of 51 (range 17-86), including 12 patients diagnosed as acute promyelocytic leukemia. Forty-three patients were refractory/relapsed status. ICH was localized in the supratentorium (44 cases), basal ganglion (9), cerebellum (5), and brainstem (4). Twenty-one patients had multiple sites. Thirty-eight patients had intraparenchymal hemorrhage, 16 subarachnoid hemorrhage (SAH), 10 subdural hemorrhage, and one epidural hemorrhage (EDH). Hemorrhage ruptured into the ventricles in 13 patients. Thirty-four patients (67%) died of ICH within 30 days of diagnosis. Multivariate analysis revealed four independent prognostic factors, prolonged prothrombin time international normalized ratio >1.5 (P < 0.001), brainstem hemorrhage (P = 0.001), SAH (P = 0.017), and EDH (P = 0.014). Other clinico-laboratory data had no impact on 30-day survival.

CONCLUSIONS

ICH has high morbidity and mortality in AML. Early detection and aggressive correction coagulopathy may prevent the catastrophic event. Prompt image study for locations and types of ICH can predict outcomes.

Granulocytic sarcoma: an unusual complication of acute promyelocytic leukemia causing cerebellar hemorrhage. Case report

Granulocytic sarcomas are rare tumors that occur primarily in patients with acute myelogenous leukemia or other myeloproliferative disorders, are seldom seen in patients with acute promyelocytic leukemia (APL), and have never been reported to occur in the cerebellum. The authors describe the case of a patient with APL who harbored a hemorrhagic granulocytic sarcoma in the cerebellum. This 39-year-old woman presented with cerebellar ataxia. Magnetic resonance images revealed an intraaxial tumor in the cerebellum. Bone marrow samples showing infiltration by leukemic blast cells and data from hematological tests led to a diagnosis of APL. The patient was treated with chemotherapy and surgery. She had no response to chemotherapy and died of progressive intratumoral hemorrhage. Results of histopathological studies and immunohistochemical staining of the cerebellar tumor confirmed a granulocytic sarcoma. Flow cytometry showed that the blast cells were positive for leukocyte common antigen, CD13, and CD33 markers. Bone marrow cytogenetics revealed that the patient had a 46,XX karyotype. Although no cytogenetic abnormality was present, fluorescence in situ hybridization detected a chimeric fusion of PML and RARA. This is the first report to document a granulocytic sarcoma in the cerebellum as the primary presentation in a patient with APL and abnormal coagulation. As predicted by the unusual clinical manifestations and radiological findings, the patient's survival was short. Although central nervous system complications in patients with APL are rare, the data in this case highlight the need for individualized treatment when such conditions occur.

Incidence and etiology of cerebrovascular disease in patients with malignancy

Cerebrovascular disease is common in cancer patients and often arises from mechanisms unique to malignancy. Direct tumor effects include intratumoral hemorrhage, arterial and venous sinus invasion by tumor mass or leptomeningeal infiltrates, and tumor emboli. Complications of chemotherapy, radiation therapy, and hematopoietic stem-cell transplantion for cancer can occur before, during, or years after treatment. Coagulopathic conditions involve disseminated intravascular coagulation, thrombocytopenia, nonbacterial thrombotic endocarditis, and cerebral intravascular coagulation. Finally, septic infarction from fungal or bacterial sepsis and infectious vasculitis manifest in cancer patients immunocompromised by malignancy or cancer therapy. In many cases a combination of mechanisms is causative, and both hemorrhagic and ischemic stroke can occur simultaneously. Stroke type and mechanism, as well as the stage and pathology of the neoplasm, dictate proper management and help delineate prognosis.